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  language:
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  - zh
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  - en
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- tags:
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- - glm
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- - chatglm
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- - thudm
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- - ryzenai-npu
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- base_model: THUDM/chatglm3-6b
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  ---
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- # chatglm3-6b
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  - ## Introduction
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  This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment.
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  - ## Quantization Strategy
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- - AWQ / Group 128 / Asymmetric / BF16 activations / UINT4 weights
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  - ## Quick Start
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  For quickstart, refer to [Ryzen AI doucmentation](https://ryzenai.docs.amd.com/en/latest/npu_oga.html)
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  #### Evaluation scores
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- The perplexity measurement is run on the wikitext-2-raw-v1 (raw data) dataset provided by Hugging Face. Perplexity score measured for prompt length 2k is 29.81679.
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  #### License
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  Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved.
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-
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- Licensed under the Apache License, Version 2.0 (the "License");
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- you may not use this file except in compliance with the License.
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- You may obtain a copy of the License at
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-
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- http://www.apache.org/licenses/LICENSE-2.0
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-
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- Unless required by applicable law or agreed to in writing, software
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- distributed under the License is distributed on an "AS IS" BASIS,
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- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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- See the License for the specific language governing permissions and
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- limitations under the License.
 
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  language:
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  - zh
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  - en
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+ base_model: google/gemma-2-2b
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+ license: gemma
 
 
 
 
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  ---
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+ # amd/gemma-2-2b
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  - ## Introduction
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  This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment.
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  - ## Quantization Strategy
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+ - AWQ / Group 128 / Asymmetric / BFP16 activations / UINT4 weights
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  - ## Quick Start
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  For quickstart, refer to [Ryzen AI doucmentation](https://ryzenai.docs.amd.com/en/latest/npu_oga.html)
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  #### Evaluation scores
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+ The MMLU scores are, astronomy: 55.26, philosophy: 56.91 and management: 69.9.
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  #### License
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  Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved.